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#Multimodal AI

113개의 포스트

[논문리뷰] NoLan: Mitigating Object Hallucinations in Large Vision-Language Models via Dynamic Suppression of Language Priors

Xinchao Wang이 arXiv에 게시한 'NoLan: Mitigating Object Hallucinations in Large Vision-Language Models via Dynamic Suppression of Language Priors' 논문에 대한 자세한 리뷰입니다.
#Review#Large Vision-Language Models (LVLMs)#Object Hallucinations#Language Priors#Contrastive Decoding#Dynamic Suppression#Training-Free#Multimodal AI
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[논문리뷰] Dream-VL & Dream-VLA: Open Vision-Language and Vision-Language-Action Models with Diffusion Language Model Backbone

arXiv에 게시된 'Dream-VL & Dream-VLA: Open Vision-Language and Vision-Language-Action Models with Diffusion Language Model Backbone' 논문에 대한 자세한 리뷰입니다.
#Review#Diffusion Models#Vision-Language Models#Vision-Language-Action Models#Robotics#Multimodal AI#Action Planning#Long-Horizon Planning#Bidirectional Attention
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[논문리뷰] From Imitation to Discrimination: Toward A Generalized Curriculum Advantage Mechanism Enhancing Cross-Domain Reasoning Tasks

Yang Li이 arXiv에 게시한 'From Imitation to Discrimination: Toward A Generalized Curriculum Advantage Mechanism Enhancing Cross-Domain Reasoning Tasks' 논문에 대한 자세한 리뷰입니다.
#Review#Reinforcement Learning#Large Language Models#Curriculum Learning#Advantage Function#Reasoning Tasks#Multimodal AI#Policy Optimization#Generalization
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[논문리뷰] FlagEval Findings Report: A Preliminary Evaluation of Large Reasoning Models on Automatically Verifiable Textual and Visual Questions

tengdai722이 arXiv에 게시한 'FlagEval Findings Report: A Preliminary Evaluation of Large Reasoning Models on Automatically Verifiable Textual and Visual Questions' 논문에 대한 자세한 리뷰입니다.
#Review#Large Reasoning Models#LLM Evaluation#Multimodal AI#Reasoning Behaviors#Hallucination#Contamination-Free#AI Safety#Instruction Following
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[논문리뷰] Dr.V: A Hierarchical Perception-Temporal-Cognition Framework to Diagnose Video Hallucination by Fine-grained Spatial-Temporal Grounding

Li Zheng이 arXiv에 게시한 'Dr.V: A Hierarchical Perception-Temporal-Cognition Framework to Diagnose Video Hallucination by Fine-grained Spatial-Temporal Grounding' 논문에 대한 자세한 리뷰입니다.
#Review#Video Hallucination#Large Video Models (LVMs)#Hierarchical Reasoning#Spatial-Temporal Grounding#Diagnostic Framework#Benchmark Dataset#Multimodal AI
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